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Conference on Language Modeling (COLM), 2025


Date
oct. 7, 2025 — oct. 10, 2025
Évènement
2025 COLM
URL
https://colmweb.org
Date de soumission
mars 27, 2025
Date d'envoi des révisions
mai 27, 2025
Date de réponse aux arbitres
juin 10, 2025
Date de décision finale
juil. 7, 2025
Lieu
Montreal, QC, Canada

Publications

Beyond Naïve Prompting: Strategies for Improved Zero-shot Context-aided Forecasting with LLMs. Arjun Ashok, Andrew Williams, Vincent Zhihao Zheng, Irina Rish, Nicolas Chapados, Étienne Marcotte, Valentina Zantedeschi, Alexandre Drouin. At Conference on Language Modeling (COLM),  2025.

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BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning. Ahmed Masry, Abhay Puri, Masoud Hashemi, Juan A. Rodriguez, Megh Thakkar, Khyati Mahajan, Vikas Yadav, Sathwik Tejaswi Madhusudhan, Alexandre Piche, Dzmitry Bahdanau, Christopher Pal, David Vazquez, Enamul Hoque Prince , Perouz Taslakian, Sai Rajeswar Mudumba, Spandana Gella. At Conference on Language Modeling (COLM),  2025.

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BiXSE: Improving Dense Retrieval via Probabilistic Graded Relevance Distillation. Christos Tsirigotis, Vaibhav Adlakha, João Monteiro, Aaron Courville, Perouz Taslakian. At Conference on Language Modeling (COLM),  2025.

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DoomArena: A framework for Testing AI Agents Against Evolving Security Threats. Léo Boisvert, Mihir Bansal, Chandra Kiran Reddy Evuru, Gabriel Huang, Abhay Puri, Avinandan Bose, Maryam Fazel, Quentin Cappart, Jason Stanley, Alexandre Lacoste, Alexandre Drouin, Krishnamurthy (Dj) Dvijotham. At Conference on Language Modeling (COLM),  2025.

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Exploring Sparse Adapters for Scalable Merging of Parameter Efficient Experts. Samin Yeasar Arnob , Zhan Su, Minseon Kim, Oleksiy Ostapenko, Riyasat Ohib, Esra’a Saleh, Doina Precup, Lucas Caccia, Alessandro Sordoni. At Conference on Language Modeling (COLM),  2025.

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Unifying Autoregressive and Diffusion-Based Sequence Generation. Nima Fathi, Torsten Scholak, Pierre-André Noël. At Conference on Language Modeling (COLM),  2025.

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Using Scaling Laws for Data Source Utility Estimation in Domain-Specific Pre-Training. Oleksiy Ostapenko, Charles Guille-Escuret, Luke Kumar, Max Tian, Denis Kocetkov, Gopeshh Subbaraj, Raymond Li, Joel Lamy Poirier, Sébastien Paquet, Torsten Scholak. At COLM Workshops,  2025.

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